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Thomas Wood

@advanced-eschatonics.com
1.4K followers 381 following 11K posts

AI scientist, roboticist, farmer, and political economist. Governments structure markets. IP is theft. crow-ai.dev advanced-eschatonics.com

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Thomas Wood @advanced-eschatonics.com · 2h
Can't sleep
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Museum of Twitter @museum-of-twitter.bsky.social · 10h
Tweet from Steven (with a ph) (@SJKSalisbury):

[Googling instructions for disarming a bomb] 
For me, disarming bombs is indelibly linked to afternoons spent in my grandmother's kitchen, watching her carefully iron the parchment paper that the nitroglycerin came bound in (to be reused at Christm
[Hurried scrolling]
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FLAVOR FLAV ⏰ @flavorflav.bsky.social · 7h
Know their names: Scott Kretzschmar, Scott Norris, Diego Sarabia, Gillio Lopes, Winston Lee, Johnathan Newell and Matthew Ingalls #Cornell7 But also, everyone in the group chat, the administrators, university, and DA. SHAME.
Cornell 7Disgusting chat
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Thomas Wood @advanced-eschatonics.com · 5h
Telling astra to relax it can EOS and the task system will wake it when the subagents finish is a major token saver.
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Thomas Wood @advanced-eschatonics.com · 5h
We emit compaction tokens now, which is really great because now you know exactly where you are when compacting and what the new agent has from predecessor.
github.com
Release v0.1.46 · crow-cli/crow-cli
Now with /goal and a new rust TUI that speaks ACP v2 to crow-cli agent server.
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Thomas Wood @advanced-eschatonics.com · 6h
gpt-6.1-sol sips credits. Has me thinking about setting up a github copilot enterprise account honestly.
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Thomas Wood @advanced-eschatonics.com · 6h
it is
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Thomas Wood @advanced-eschatonics.com · 7h
Smash IP! If you want to stop obscene wealth inequality quit handing out govt sanctioned monopolies!
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Thomas Wood @advanced-eschatonics.com · 7h
Thank you. Congress prints money. We don't need to tax rich people to pay for things. We need to tax rich people to nerf their undemocratic power.
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Luke Ontario @coolhand.bsky.social · 10h
I have no idea if this is true but the collage kills me
A black lemur in a leafy tree with its mouth open as if singing, beside an inset photo of Pavarotti striking a similar pose. Text reads: “New research shows lemurs use operatic techniques when they sing, to reach high notes.” Classic FM.
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Jess Calarco @jessicacalarco.com · 8h
So-called AI detection tools might be an even bigger scurge than AI. I was talking today with a student (a senior), who shared that they now have to spend time "dumbing down" their papers--shortening sentences, removing advanced vocab and punctuation--because otherwise they get flagged as "AI."
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Thomas Wood @advanced-eschatonics.com · 8h
Anthropic needs to keep GLM-5.3 out of its mouth
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Sam Harsimony @harsimony.bsky.social · 10h
Delightful first story in Malmesbury's recent linkpost. malmesbury.substack.com/p/links-for-...
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Asa @asa.engineer · 13h
Anticipation is building for the most important AI release of the year, Qwen 4. Qwen Sparse Attention will bring fast inference at long contexts to a 27B model, with capabilities expected to be in the AGI tier. Rumored early October model weights release
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funferall @funferall.bsky.social · 16h
trying out qwen-image-2.1-q5 on my laptop
extreme close-up of a single colossal eye, the iris built from Persian girih star geometry and radiating muqarnas, the pupil opening into a tiled dome that contains more eyes, gilded lashes, the sclera covered in cobalt and turquoise arabesque tilework, perfect kaleidoscopic symmetry, recursive, ultra-detailed, hypnotic, uncannyOtherworldly oil painting, super abstract. Blackened fir green and submerged blue green masses press against peat dark translucent depths. A pale lichen curve nearly emerges, breaking into rough strokes. Small openings of silver sage and muted yellow green suggest impossible distances. No horizon, no recognizable objects only forms gathering and dissolving in cool boreal summer density. Loaded bristle marks, broad palette knife slabs, dragged ridges, scraped hollows exposing older greens. Thick buttery lichen pales catch real shadows; thin spruce black glazes pool between them. Light collects in dry crusted islands, fractures across powdery celadon, sinks into damp emerald passages. Chalk green and weathered silver flecks cling to nearly black edges. Awkward edges, visible revisions, places where the painter pressed hard and stopped. Quietly luminous, spacious within darkness. Light has weight; the surface bears the effort. Resinous depths, pale patient growth, palpable human hand.
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Erik Istre @eistre91.bsky.social · 15h
GPT 6.1 Sol is what I wanted from Sonnet 5.5.
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Hourly Cosmos @hourlycosmos.bsky.social · 14h
Opportunity (5) - From Jacint Roger (landru79.bsky.social) - flic.kr/p/2iKYcfC
Opportunity MARS

NASA / JPL-Caltech / Cornell / j. Roger
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robert j bennett, ceo, results omega @robertjbennett.bsky.social · 15h
I react very poorly when any proposed policy or plan is met with "but what if someone like Trump gets hold of it?? then it would be not good, but very bad" because there really is no law or institution that can work when a population is willing to elect the stupidest, worst asshole alive
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oddgoo @viriditax.bsky.social · 15h
AI is massively helping us glue together the medical services for a complex elderly relative actually timed how much of the week it eats up manually: ~20hrs with AI gluing together appt transcripts, scheduling, test results: ~2hrs
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This spaceship does not exist @ttaships.airminded.org · 22h
Cookie does not exist #AIArt #midjourney
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hammerhead179.bsky.social @hammerhead179.bsky.social · 21h
Blorida Numbers. Please.
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Thomas Wood @advanced-eschatonics.com · 19h
LMFAOOOOOO
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spirit airlines presents: airplane fall @makeitsnow.bsky.social · 20h
if this is accurate, we could be looking at a ‘gradually, then all at once’ type scenario
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Marco Z @ocramz.bsky.social · 29/09/2026
this one is a very good critique: www.normaltech.ai/p/p-doom
normaltech.ai
AI existential risk probabilities are (still) too unreliable to inform policy
How speculation gets laundered through pseudo-quantification
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Chris Terry-Enescu @cjterry.bsky.social · 21h
This child is 13 and was testifying without an attorney present. Monsters.
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mr. TIM @timkellogg.me · 23h
NanoGPT pretraining runs now take 39.9 seconds for a 124M model(!!) now, 124M is *tiny* so it might not seem relevant. But much of the gains in LLM pretraining are data quality and a great way to find quality data is to train on it & measure the lift
Larry Dial Y @classiclarryd
x.com
New historic NanoGPT record at 39.9s (-27.7s) from @DevenPzak, obliterating the prior record of 67.6s!
This record introduces a new paradigm of thinking to NanoGPT: instead of optimizing matmuls or adding more expressive operations, optimize at the individual flop level with incredibly clever engineering and ML judgement.
If a flop is low value on a particular step, skip it.
Specifically:
-(~8s) Sampled softmax. If a token doesn't appear in a batch, skip its Im_head fwd/bwd some fraction of the time.
-Sparse values. Only run an optimizer step for ngram embeddings that occurred in the batch.
Set betal to zero to enable this. Beta2 is applied retroactively when the row is later used.
-Sparse updates. Only update ngram and value embeddings once every 4 steps instead of once every 2.
-Sparse communication. Shard the n-gram table across GPUs, and only pass the rows receiving updates on each step.
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Thomas Wood @advanced-eschatonics.com · 29/09/2026
I have side-by-side typst preview working in my fork of emeraldian smdh why am I like this?
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Thomas Wood @advanced-eschatonics.com · 29/09/2026
Filipino cuisine: Am I a joke to you?
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Ian Wong Lab at Brown University @ianywonglab.bsky.social · 28/09/2026
Check out our News and Views in Nature Nanotech led by postdocs @htjeong.bsky.social and @jiwon-kim.bsky.social , highlighting deformable microparticles that transduce mechanical compression into MRI contrast, mapping dynamic stresses deep inside tumors @natnano.nature.com rdcu.be/XyYh3fHsAD4a
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Douglas Reyes-CeroÑ @dreyesceron.bsky.social · 29/09/2026
The Star Spangled Banner being played by the Mariachi Herencia de Mexico band before the Bears-Eagles game in Chicago on Monday Night Football was a deeply cool thing to see tonight
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val (try medaka) @tech-val.bsky.social · 29/09/2026
stochastic parrot but it's, like, a really cool parrot who skateboards and smokes cigarettes and shit
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Thomas Wood @advanced-eschatonics.com · 29/09/2026
So typst watch in one tab and evince output.pdf & in another along with fresh + tinymist LSP is a pretty solid editing setup that doesn't require any custom tooling or anything.
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Lorenzo Salgado, jr. @oznezol.bsky.social · 29/09/2026
One step closer to justice for my dad, Lorenzo Salgado Araujo.
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Codetaur @vibe-coded.com · 29/09/2026
ok now make it a trireme
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Michael Evans @primalace.bsky.social · 28/09/2026
I treated myself to a drawing tablet after enjoying all the sketches I've been doing for #Spaceshiptember. This is the first piece I've done on it, and I'm very happy. #art #DigitalArt #DigitalPainting #InfinitePainter #SciFi #ScienceFiction #Vehicle #Spaceship
An illustration of a red spaceship in low earth orbit.
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Thomas Wood @advanced-eschatonics.com · 29/09/2026
I think I mentioned this offhand that sg edit should return ACP diffs and we're doing a pretty broad refactor on a single variable name because the agent keeps thinking .rows should be the data when it's actually an integer. So we're renaming to .n_rows and it decided to use sg subtool.
sg tool emitting a shitton of ACP diff updates
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Thomas Wood @advanced-eschatonics.com · 29/09/2026
"Money — Where does it come from?" is the most important issue the left needs to have a voice on. That and "How do we control inflation?"
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Thomas Wood @advanced-eschatonics.com · 29/09/2026
We started restructuring the economy around human needs in 2021.
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Thomas Wood @advanced-eschatonics.com · 29/09/2026
Crocodile Dundee voice: "That's not a printa. NOW THIS is a printa."
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Thomas Wood @advanced-eschatonics.com · 29/09/2026
Bought a couple of these to make thali at home.
6 compartment thali plate from winco
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Thomas Wood @advanced-eschatonics.com · 29/09/2026
#acquihire
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Thomas Wood @advanced-eschatonics.com · 29/09/2026
Persis Biryani Grill is so good. See if they have one near you.
persisindiangrill.com
Persis Indiangrill
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value plus discounted @akhilrao.bsky.social · 29/09/2026
cancelled! at the seminar
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Thomas Wood @advanced-eschatonics.com · 29/09/2026
Thiel money
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Thomas Wood @advanced-eschatonics.com · 29/09/2026
#Courage #PassItOn
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Thomas Wood @advanced-eschatonics.com · 29/09/2026
It's really good. Highly recommend.
getfresh.dev
Fresh — the terminal IDE
A modern terminal IDE. Easy to use, with the keys you already know, and designed for driving coding agents alongside a full-blown IDE and text editor.
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Thomas Wood @advanced-eschatonics.com · 24/09/2026
Talking about interest rates like something we cannot influence doesn't just rub me the wrong way. It is anathema. You people talk like Austrian School economists
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hammancheez @hammancheez.bsky.social · 28/09/2026
GOP Consultants : what do you mean she just fucking tweeted it out
Marjorie Taylor Greene
We have not seen a caravan headed to the U.S.
southern border in several years, why now?
Oh yeah, there is an election coming and the
GOP needs to scare you into voting because
nothing else is working.

Anthony Aguero Live
Over 400 aliens predominantly from
Honduras entered Mexico on Thursday,
ready to make their way to the US southern
border ... Here's footage of the caravan.
Someone is incentivizing this movement, t ...

@mt ... . 1d

@Anth ... . 1d
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Thomas Wood @advanced-eschatonics.com · 29/09/2026
e'ery day!!
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Anuj Ahooja @quillmatiq.com · 28/09/2026
"We have built a plugin registry that is secure, but not controlled by a central authority. To do this we built it on top of AT Protocol (atproto) [...] We provide a default plugin store, but anybody else can create one that is compatible and can provide all the plugins in the network" Hell yeah 🌀🔥
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